The present approach includes implementations for generating thermos-hydraulic data via a simulation and evaluating the thermo-hydraulic data pertaining to one or more parameters of a production system. The approach includes receiving operating parameters and receiving coefficients of polynomials for constructing a plurality of pump performance curves. The approach includes performing a selection step. The selection step includes selecting a pump from a plurality of pump types, and sizing the pump based in part on the thermo-hydraulic data, the operating parameters, and the coefficients of polynomials. The approach includes repeating the selection step until each pump of the plurality of pump types has been considered to generate a subset of pumps from the plurality of pump types. The approach includes performing an optimization step on the subset of pumps. The approach includes generating a visual display to identify the set of preferred pumps.